Building the Store for Healthcare | General Medicine
Thursday, October 22, 2026
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The speaker reports that general medicine had to integrate into a non-HIPAA-compliant ecosystem and was able to help schedule a biopsy within three days for a patient who felt a lump in their breast.
AI is making healthcare advice abundant. But what happens when you actually need to act on it? General Medicine CEO TJ Parker argues that the new bottleneck is getting the lab, booking the specialist, filling the prescription, or understanding what any of it will cost. At BUILD 2026, a16z General Partner Vineeta Agarwala sits down with TJ to unpack General Medicine's vision for a healthcare “store”: one place where patients can understand their options, prices, and insurance coverage, then actually get care. They discuss why convenience can materially change patient behavior, how AI can connect medical records and benefits to the right next step, and what TJ learned building PillPack and Amazon Pharmacy about making a complicated healthcare system feel simple. Resources: Follow TJ Parker: https://x.com/tjparker Follow Vineeta Agarwala: https://x.com/vintweeta Learn more about General Medicine: https://generalmedicine.co/ Learn more about a16z Bio + Health:https://a16z.com/bio-health/ Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com (https://pcm.adswizz.com/) for information about our collection and use of personal data for advertising.
Show transcript excerpt
AI is making healthcare advice abundant. But what happens when you actually need to act on it? General Medicine CEO TJ Parker argues that the new bottleneck is getting the lab, booking the specialist, filling the prescription, or understanding what any of it will cost.At BUILD 2026, a16z General Partner Vineeta Agarwala sits down with TJ to unpack General Medicine's vision for a healthcare “store”: one place where patients can understand their options, prices, and insurance coverage, then actually get care.They discuss why convenience can materially change patient behavior, how AI can connect medical records and benefits to the right next step, and what TJ learned building PillPack and Amazon Pharmacy about making a complicated healthcare system feel simple. Resources:Follow TJ Parker: https://x.com/tjparkerFollow Vineeta Agarwala: https://x.com/vintweetaLearn more about General Medicine: https://generalmedicine.co/Learn more about a16z Bio + Health: https://a16z.com/bio-health/ Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
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